EP1415137A2 - Methods for mass spectrometry detection and quantification of specific target proteins in complex biological samples - Google Patents
Methods for mass spectrometry detection and quantification of specific target proteins in complex biological samplesInfo
- Publication number
- EP1415137A2 EP1415137A2 EP02762128A EP02762128A EP1415137A2 EP 1415137 A2 EP1415137 A2 EP 1415137A2 EP 02762128 A EP02762128 A EP 02762128A EP 02762128 A EP02762128 A EP 02762128A EP 1415137 A2 EP1415137 A2 EP 1415137A2
- Authority
- EP
- European Patent Office
- Prior art keywords
- peptide
- proteins
- sample
- target protein
- mass spectrometry
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/68—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids
- G01N33/6803—General methods of protein analysis not limited to specific proteins or families of proteins
- G01N33/6848—Methods of protein analysis involving mass spectrometry
Definitions
- the present invention relates generally to the use of mass spectrometry to detect, quantify, and characterize target proteins in complex biological samples.
- an ELISA for a target protein is a particularly laborious and lengthy task, which requires production of monospecific antibodies to one or more epitopes residing within the protein.
- An epitope is a single limited amino acid sequence that is recognized by the antibody.
- ELISA systems based on a monoclonal antibody recognize a single epitope on the target protein
- ELISA systems based on polyclonal antibodies tend to recognize more than one epitope.
- the ELISA reaction requires binding of an antibody that may or may not be covalently linked to a group that generates enzymatic- derived colorimetric product or elicits fluorescence. These end-products of an ELISA are used for quantitation.
- ELISA methods have several shortcomings. These assays are indirect in the sense hat they require multiple steps to produce a product that is quantifiable. In addition, the occurrence of false positives and negatives is not uncommon. Thus, they may have insufficient sensitivity for commercial diagnoses, particularly in cases where there is significant risk of legal liability in the event of an incorrect result. Further, ELISA-based assays are limited in that they can only detect analytes for which antibodies have been raised. This requires prior knowledge of sample composition coupled with time-consuming effort in order to prepare sufficient purified protein and raise a new antibody for each target protein or peptide species. All of these factors generally prevent ELISA-based assays from being applied to identify previously unknown species or variant derivatives of a known species within a sample.
- ELISA systems are unable to detect subtle changes to a target protein that may have a dramatic effect on its physical and biological properties.
- the antibody might not recognize a specific form of the protein or peptide that has been altered by post-translation modification such as phosphorylation or glycosylation, or conformationally obscured, or modified by partial degradation. Identification of such modifications is vital because changes in the physical and biological properties of these proteins may play an important role in their enzymatic, clinical or other biological activities. Such changes can limit the reliability and utility of ELISA-based quantification methods.
- quantification is usually achieved by autoradiography after metabolic radiolabeling, fluorography, or the use of protein stains. These procedures depend on complete separation of the proteins of interest by techniques such as chromatographic separation or high-resolution two-dimensional electrophoresis (Boucherie et al. 1996).
- MALDI matrix-assisted laser desorption/ionization
- TOF MS time-of- flight mass spectrometry
- ESI electrospray ionization
- MALDI-TOF MS involves laser pulses focused on a small sample plate comprising analyte molecules embedded in a low molecular weight, UV-absorbing matrix that enhances sample ionization. The matrix facilitates intact deso ⁇ tion and ionization of the sample.
- the laser pulses transfer energy to the matrix causing an ionization of the analyte molecules, producing a gaseous plume of intact, charged analyte.
- the ions generated by the laser pulses are accelerated to a fixed kinetic energy by a strong electric field and then pass through an electric field-free region in a vacuum in which the ions travel (drift) with a velocity corresponding to their respective mass-to-charge ratios (m/z).
- the lighter ions travel through the vacuum region faster than the heavier ions thereby causing a separation.
- the ions collide with a detector that generates a signal as each set of ions of a particular mass-to-charge ratio strikes the detector.
- a calibration procedure using a reference standard of known mass can be used to establish an accurate relationship between flight time and the mass-to-charge ratio of the ion.
- Ions generated by MALDI exhibit a broad energy spread after acceleration in a stationary electric field. Forming ions in a field-free region, and then applying a high voltage pulse after a predetermined time delay (e.g. "delayed extraction ”) to accelerate the ions can minimize this energy spread, which improves resolution and mass accuracy.
- MALDI-TOF technology has many advantages, which include: 1) mass range- where the mass range is limited by ionization ability, 2) complete mass spectrum can be obtained from a single ionization event (also referred to as multiplexing or parallel detection), 3) compatibility with buffers normally used in biological assays, 4) very high sensitivity; and 5) requires only femtomoles of sample.
- mass range- where the mass range is limited by ionization ability
- complete mass spectrum can be obtained from a single ionization event (also referred to as multiplexing or parallel detection)
- 3) compatibility with buffers normally used in biological assays also referred to as multiplexing or parallel detection
- very high sensitivity and 5 requires only femtomoles of sample.
- the performance of a mass spectrometer is measured by its sensitivity, mass resolution, and mass accuracy.
- targeted proteins to be detected and quantified must be concentrated (e.g., enriched and/or fractionated) in order to minimize the effects of salt ions and other molecular contaminants that reduce the intensity and quality of the mass spectrometric signal to a point where either the signal is undetectable or unreliable, or the mass accuracy and/or resolution is below the value necessary to detect the target protein.
- mass accuracy and resolution significantly degrade as the mass of the analyte increases.
- the size of the target protein or peptide must be within the range of the mass spectrometry device where there is the necessary mass resolution and accuracy.
- Mass spectrometry methods for the quantitation of proteins in complex mixtures have employed a system using protein reactive reagents comprised of three moieties that are linked covalently; an amino acid reactive group, an affinity group and an isotopically tagged linker group (Aebersold et al, 2000).
- This class of new chemical reagents is referred to as Isotope- Coded Affinity Tags (ICATs) (Gygi et al 1999).
- the reactive group embodied used sulfhydryl groups that react specifically with the amino acid cysteine.
- the presence of the affinity group facilitates the isolation of the specifically labeled proteins or peptides from a complex protein mixture.
- Selected affinity groups include strepavidin or avidin. Only those proteins containing these affinity groups may be isolated.
- the linker moiety may be
- 3 13 15 17 18 34 isotopically labeled by a variety of isotopes that include H, C, N, O, O and S.
- differential isotopic ICATs provides a method for the quantitation of the relative concentration of peptides in different samples by mass spectrometry.
- the methods can be used to generate global protein expression profiles in cells and tissues exposed to a variety of conditions.
- N-terminal amino acids of proteins from two states are differentially labeled using different isotopically tagged nicotinyl-N-hydroxysuccinimide reagents (Munchbach et al, 2000).
- proteins are first separated by two-dimensional SDS polyacrylamide gel electrophoresis before the analysis is performed. The ratio of the isotope for each protein determined by mass spectrometry provides a relative concentration of each protein present in different physiological states.
- the present invention provides a method for the detection and direct quantification of a targeted protein in complex biological samples utilizing mass spectrometry (MS).
- MS mass spectrometry
- a first aspect of the present invention is directed to a method of detecting a target protein in a complex biological sample (e.g., a product of biological origin), comprising: (a) obtaining a biological sample;
- a complex biological sample e.g., a product of biological origin
- the target protein is quantified by calculating the amount of the protein in the sample by comparing mass spectrometry signals generated from the signature peptide with mass spectrometry signals generated by its corresponding internal standard peptide.
- the digesting produces peptide fragments containing at least two signature peptides and the analyzing comprises comparing mass spectrometry signals generated from at least one signature peptide with (mass spectrometry signals generated by an) its corresponding internal standard peptide.
- quantification of target protein in the sample entails comparing mass spectrometry signals generated from at least one signature peptide with those of (i.e., mass spectrometry signals generated by an) its corresponding internal standard peptide.
- the analyzing may also involve mass spectrometry signals generated from any of the other signature peptides without comparison to their corresponding internal standard peptides, simply for confirmation or to increase confidence level.
- Another aspect of the present invention is directed to a method of quantifying a target protein which is an expression product of a transgene contained in a transgenic plant, tissue or cell, or for quantifying the target protein in a product derived from the transgenic plant, comprising:
- Yet another aspect of the present invention is directed to a method of quantifying a target protein which is an expression product of a transgene contained in a transgenic animal, tissue or cell, or for quantifying the target protein in a product derived from the transgenic animal, comprising:
- a further aspect of the present invention is directed to a method of quantifying a target protein which is an expression product of a transgene contained in a transgenic microorganism, or for quantifying the target protein in a product derived from the transgenic microorganism, comprising: (a) obtaining a sample from the transgenic microorganism or the product;
- the digesting produces peptide fragments ⁇ ntaining at least two signature peptides and the analyzing comprises comparing mass spectrometry signals generated from at least one signature peptide with mass spectrometry signals generated by an internal standard peptide for at least one of the signature peptides.
- the methods of the present invention entail the digestion of the target protein so as to produce at least one signature peptide that is specific to the protein and perforce, not present in other proteins that may be present in the sample.
- Tb_y also entail the use of one or more calibrants or internal standard peptides having similar structure and molecular weight to the signature peptide, usually in a predetermined concentration.
- the mass spectrometry signals generated from the signature peptide(s) and the internal standard peptide(s) are compared.
- the mass spectrometry analysis of the internal standard peptide or calibrant may be performed simultaneously with or separately from the biological sample.
- the methods herein can be used for a variety of analyses in a wide variety of living organisms and in products derived therefrom.
- the methods may be applied to agricultural diagnostic analyses to detect the presence or absence of a targeted protein or set of targeted proteins in different types of tissue (e.g., seed, leaf, root, fruit) or in specific cell types or cell lines.
- the method is particularly useful in the detection of genetically modified organisms (GMOs) where a protein is being expressed, for example, for insect or herbicidal resistance, an enzyme or enzymes expressed to modify a metabolic pathway, and/or proteins are being expressed in plants for small and large-scale production.
- GMOs genetically modified organisms
- the method is suitable to diagnose phytopathogenic disease or contamination in plants, soils, liquids, solids, and other samples from environmental sources.
- the present invention can also monitor for targeted proteins in manufacturing food processes. Monitoring of microbial (e.g.
- bacterial, fungal, etc. populations in bioremediation sites e.g., where a targeted protein or proteins are specific for the detection and/or quantification in plants, soils, liquids, solids, and other samples from the environmental sources, may also be accomplished using the present invention, the methods herein can be used for a variety of clinical and diagnostic analyses to detect the presence or absence, and levels of a protein or proteins in a biological fluid (e.g. urine, blood, serum, saliva, etc.) or in specifc cell types or tissues in humans and animals.
- a further aspect of the present invention is the monitoring of infections (e.g. bacterial, fungal, viral, etc.) and their treatment in humans and animals.
- the present ivention provides several advantages compared to current methods based on ELISA and mass spectrometry.
- One advantage of the present invention compared to ELISA is that it provides for a method for the direct quantitative measurement of the specific protein or peptide of interest in broad applications. Quantification of detected species can be completed simply using either internal or external calibrants that are modified synthetic peptides whose amino acid sequence is identical or nearly identical to the (signature fragments) of the protein(s) or peptide(s) to be quantified.
- the direct quantification is more efficient than current ELISA methods which require the lengthy and laborious production, preparation and maintenance of a uniform antibody for kits. In addition, it does not suffer from false positive and negatives as a result of indirect measurement.
- the present methods can also be used to quantify proteins which may be post-translationally modified or processed.
- one internal standard could be used to quantify the targeted protein, while a second internal standard for the same protein could be used to quantify a post-translational peptide or processed protein.
- the peptides or proteins from the different samples can be selectively quantified by mass spectrometry.
- the present method for overcomes limitations associated with mass spectrometry sytems that quantify only relative concentrations by ICATs, N-succinylation or other mass spectrometry methods that involve chemical modification of the parent protein because it does not require the presence of specific amino acids that are accessible to reactive agents, or a second protein mixture for quantification.
- the present invention provides for multiple, simultaneous, independent analyses of the protein of interest, thereby significantly increasing the reliability of the diagnostic results obtained.
- the invention described can be employed for the quantitative analysis of targeted proteins in complex biological mixtures as well as for simultaneous quantitative and quantitative analysis of multiple targeted proteins within a complex biological sample.
- Mass spectrometry is often the detection system of choice for structural characterization of analytes within complex biological mixtures due to its ability to specifically detect a wide range of analyte types. This makes MS ideal for the identification of unknown species during de novo research.
- MS analysis affords rapid and sensitive detection of a wide range of compounds at the low femtomole to high attomole range.
- the methods and reagents described herein can be employed in clinical and diagnostic assays for monitoring and quantifying targeted proteins from complex biological samples.
- Fig. 1 is a table that shows predicted differential protease cleavage peptides of 5- enolpyruvylshikimate-3-phosphate synthase (EPSPS).
- EPSPS 5- enolpyruvylshikimate-3-phosphate synthase
- Fig. 2 is a photograph of a two dimensional gel electrophoresis of soybean seed proteins.
- Fig. 3 A is a graph showing a tryptic peptide mass f ⁇ nge ⁇ rint of EPSPS excised from SDS-PAGE
- Fig. 3B is an amino acid sequence of EPSPS wherein underlined amino acids were detected by mass spectrometer.
- Fig. 4 is a photograph of an SDS-PAGE Commassie stained gel with different lanes of soybean leaf and seed tissue with the absence and presence of EPSPS, wherein the arrow ( ⁇ ) indicates location of EPSPS.
- Figs. 5A and B are graphs of calibration curves for (A) synthetic modified peptide MP-1 and (B) synthetic modified peptide MP-2.
- BEST MODE OF CARRYING OUT INVENTION Sample Types The present invention provides mass spectrometric processes for detecting and quantifying a targeted protein or proteins in a biological sample.
- the biological sample should contain at least one protein.
- biological sample refers to any material directly or indirectly derived from any living source (e.g. plant, human, animal, microorganism such as fungi, bacteria, virus).
- suitable biological samples for use in the invention include: tissue homogenates (e.g. biopsies), cell homogenates; cell fractions; biological fluids (e.g. urine, serum, cerebrospinal fluid, blood, saliva, amniotic fluid, mouth wash); and mixtures of biological molecules including proteins, DNA, and metabolites.
- tissue homogenates e.g. biopsies
- cell homogenates e.g. cell homogenates
- cell fractions e.g. urine, serum, cerebrospinal fluid, blood, saliva, amniotic fluid, mouth wash
- biological fluids e.g. urine, serum, cerebrospinal fluid, blood, saliva, amniotic fluid, mouth wash
- products of biological origin including pharmaceuticals, nutraceuticals, cosmetics, and blood coagulation factors, or the portion(s) thereof that are
- any source of protein in a purified or non-purified form can be utilized as starting material, provided it contains or is suspected of containing the protein of interest.
- the target protein of interest may be obtained from any source, which can be present in a heterogeneous biological sample.
- the sample can come from a variety of sources.
- the sample in agricultural testing the sample can be a plant, plant-pathogen, soil residue, fertilizer, liquid or other agricultural product; 2) in food testing the sample can be fresh food or processed food (for example infant formula, fresh produce, and packaged food); 3) in environmental testing the sample can be liquid, soil, sewage treatment, sludge, and any other sample in the environment which is required for analysis of a particular protein target; 4) in pharmaceutical and clinical testing the sample can be animal or human tissue, blood, urine, and infectious diseases.
- protein target refers to a specific protein or set of proteins, which are being monitored, detected, and/or quantified in a biological sample.
- a protein target may be referred to as a protein marker, which is diagnostic for a given biological sample. The identity or function of the protein marker does not need to be known.
- Protein can be isolated from a particular biological sample using any of a number of procedures, which are well known in the art, the particular isolation procedure chosen being appropriate for the particular biological sample.
- soft plant tissues and animal tissues can be homogenized in the presence of appropriate cold buffers in a Waring Blender, polytron or sonicator; seeds may be macerated in a coffee grinder and further homogenized by mortar and pestle; bacteria and cell suspensions may be extracted by a French press, ultrasonication, or bead mill in the presence or absence of lysozymes; and red blood cells are easy to extract, after collection by centrifugation, and a rinsing step in isotonic NaCl, the cells are osmotically lysed with water or sonicated (Current Protocols in Protein Biochemistry, Cold Spring Harbor). Concentration of Target Protein
- Concentration of the target protein is desirable in order to obtain an appropriate quantity of a specific protein target on which to perform mass spectrometry. Concentration (e.g., enrichment) may be accomplished by any number of techniques and methods. Examples of appropriate means for concentration include the use of solid support resins (e.g. ion exchangers, affinity gel, and other resins that adsorb proteins). The resins may include beads (e.g.
- silica gel controlled pore glass, Sephadex/Sepharose, cellulose, agarose,
- columns chromatography, capillary tubes
- membranes or microtiter plates nitrocellulose, polyvinylidenedifluoride, polyethylene, polypropylene
- flat surfaces or chips or beads placed into pits in flat surfaces such as wafers (e.g. glass fiber filters, glass surfaces, metal surfaces (stainless steel, aluminum, silicon)).
- the beads may be added batchwise to protein solutions and then removed rapidly by centrifugation, filtration or magnetically (for magnetic beads).
- Such absorbents can capture or preferentailly absorb as much as 90% or more of the target protein.
- concentration examples include gel electrophoresis, capillary electrophoresis, and pulsed field gel electrophoresis.
- concentration include gel electrophoresis, capillary electrophoresis, and pulsed field gel electrophoresis.
- the choice of a particular method will depend on a number of factors such as the amount of protein target present, the physical properties of the protein, the sensitivity required for the detection of the protein and the like.
- the method may also be designed such that the absorbent is specific to the target protein or non-target proteins .
- a protein target is concentrated in a sample using polyacrylamide gels.
- the process involves homogenizing and extracting protein from a seed or leaf, adding the protein to either sodium dodecyl sulphate (SDS) polyacrylamide gel electrophoresis (PAGE) or to separate the proteins by isoelectric focusing followed by SDS-PAGE (referred to as 2-D gels).
- SDS sodium dodecyl sulphate
- PAGE polyacrylamide gel electrophoresis
- 2-D gels 2-D gels
- a protein band or protein spots can be excised from a gel, digested in situ by a chemical (e.g. CNBr) or proteolytic cleavage (e.g. trypsin), followed by elution of the digested peptide fragments.
- CNBr chemical
- proteolytic cleavage e.g. trypsin
- a resin capable of adsorbing the target protein such that the targeted protein is substantially (e.g., at least about 90%) dissociated from contaminating proteins
- a biological sample solution containing proteins is simultaneously enriched and filtered.
- the amount of sample that can be enriched using a given amount of resin can vary based upon the binding capacity of the resin.
- the simultaneous enriching and filtering procedure may be accomplished using a modified filtration technique.
- Filter techniques use devices such as filters and rely upon centrifugal or other driving force to wash and elute the sample through a structure such as a membrane.
- the size of the pores vary depending upon the protein target and biological sample. Any ultrafiltration device can be used to practice the present invention provided that the filter has a specific molecular weight cut-off.
- Such filters and ultrafiltration devices are commercially available from Millipore Co ⁇ ., Bedford, Mass., or LifeScience Purification Technologies, Acton, Mass.
- resin may be placed in a filtration device, for example, using the wells of a microtiter plate.
- the resin can be added to the microtiter plate in the form of beads.
- tie resin is added to microtiter wells, which contain a membrane at the bottom of the well through which the sample is allowed to be washed and eluted through the container into a receptacle.
- the biological sample solution is added to the microtiter plate containing the resin. The sample interacts with the resin and ions in the sample solution are exchanged for ions on the resin.
- the protein targets absorbed to the resin may be washed or eluted off the resin and through the membrane filter.
- the enriched protein target is then collected from the receptacle.
- the enriched proteins are typically cleaved by a specific protease to generate peptide fragments.
- proteases There are many different types of proteases one skilled in the art could use for cleaving proteins. For example: endoproteinase-Arg-C, endoproteinase-Aspn-N, endoproteinase-Glu-C (V8), endoproteinase-Lys-C, Factor Xa, papain, pepsin, thermolysin, and trypsin, are examples of endopeptidases. It is also possible to use a chemical compound, which may cleave at specific amino acids (e.g. CNBr, cleaves at methionines).
- CNBr cleaves at methionines
- Proteases and chemicals generate different peptide fragment lengths and thus different peptide masses.
- the glyphosate resistant gene glyphosate resistant gene, 5-enolpyruvylshikimate-3- phosphate (EPSPS)
- EPSPS 5-enolpyruvylshikimate-3- phosphate
- Two or more proteases may be used to enhance the production of desired peptides either sequentially or concurrently.
- the peptides are preferably in the range from about 900 to 2500 Da but are not limited to these molecular sizes.
- the targeted protein canbe digested e.g., cleaved by a specific protease, to generate a family of peptide fragments that can be analyzed by mass spectrometry to generate a peptide mass f ⁇ nge ⁇ rint.
- signature peptide masses refers to the peptide masses generated from a particular protein target or targets, which can used to identify the protein target. Those peptide masses from a given peptide mass finge ⁇ rint which ionize easily and have a high mass resolution and accuracy, are considered to be members of a set of signature diagnostic peptide masses for a given target. 5The pattern is is unique and thus distinct for each protein.
- a "sequence-dependent protein” is a protein for which the amino acid sequence is already known (e.g., from gene sequencing).
- amino acid sequence is already known (e.g., from gene sequencing).
- peptide mass finge ⁇ rints generated from a protein target can be easily compared with predicted peptide mass finge ⁇ rints generated in silico and predicted masses of a target protein.
- the location of where these peptide masses reside in a given target protein can be determined (e.g. a peptide fragment may reside near the N-terminus or C- terminus of a protein).
- the observed peptide masses of a targeted protein can be compared with in silico- predicted masses of a targeted protein for which the amino acid sequence is known. Those peptide masses from a given peptide mass finge ⁇ rint, which ionize easily and have high mass resolution and accuracy are considered to be members of a signature diagnostic peptide masses for a given target.
- signature diagnostic peptides can be selected by chemically synthesizing peptides corresponding to predicted peptide fragments from a particular target protein proteinase combination and then determining their physico-chemical properties and behavior in the mass spectrometer.
- sequence-independent Proteins The present invention also includes the identification of signature diagnostic peptide masses of a sequence-independent protein target.
- a "sequence-independent" protein is a protein where the amino acid sequence is not known initially, however the protein could be a known marker for a specific physiological or genetic state.
- Sequence-independent proteins can be purified by standard proteomics techniques, such as two-dimensional gel electrophoresis, and cleaved by a specific protease to generate a peptide mass finge ⁇ rint determined by mass spectrometry. Peptides that are not well represented in the peptide mass finge ⁇ rint would be excluded from the set of potential signature diagnostic peptides.
- Amino acid sequencing may be accomplished by several means, a chemical method Edman degradation or by post-source decay (PSD) analysis on a mass spectrometry instrument.
- PSD analysis is an acquisition method tailored to the analysis of fragment ions.
- PSD mode allows for better analysis of ion fragments in the flight tube by optimizing the mirror ratio and precursor ion selector.
- the choice of measurement method depends in part on the purity of the protein and the quantity of the protein to be analyzed.
- a set of signature diagnostic peptide masses have been identified either from a sequence-dependent or sequence-independent protein target, it is possible to detect or determine the absolute amount of the targeted protein in a complex mixture by synthesizing the internal standards in the mass spectrometer.
- a known amount of internal standards at least one such peptide and in preferred embodiments, two for each specific protein in the mixture to be detected or quantified, are added to the sample to be analyzed.
- the internal standard peptides are identical to peptides which have originated from the targeted protein, except that they are modified to distinguish them from the mass of the equivalent signature peptide to be quantified.
- Qualitative analysis does not require presence of the internal standard peptide.
- the use of internal standard-peptides are used not only to detect but also determine the absolute amount of the target protein or proteins in a complex mixture. These internal standard peptides are of particular use to monitor and quantify the target protein.
- the internal standard peptide is chemically identical to a peptide fragment determined from a signature diagnostic peptide mass finge ⁇ rint, except that the peptide has been modified in such a way that there is a distinct mass difference compared to the parent mass that allows it to be independently detected by MS techniques.
- One skilled in the art can synthesize the amino acid sequence and modify a specific amino acid to distinguish the peptide from the parent peptide.
- peptides can be modified by acetylation, amidation, anilide, phosphorylation, or by substituting one or more atoms of one or more amino acids with a stable isotope to generate one or more substantially chemically identical, but isotopically distinguishable internal standard peptides.
- any hydrogen, carbon, nitrogen, oxygen, or sulfur atoms may be replaced with isotopically stable isotopes: 2 H, 13 C, 15 N, 17 O, or 34 S.
- the internal standard peptides can be used in the method described herein to quantify one or several protein targets in a biological sample.
- the invention provides a mass spectrometric method for detection and quantification of one or more proteins from a complex biological solution, which employs a resin in which the resin can separate or absorb targeted proteins based upon the properties of the targeted protein.
- a resin in which the resin can separate or absorb targeted proteins based upon the properties of the targeted protein.
- the targeted protein will either absorb to the resin or contaminating proteins will absorb to the resin. It may be necessary to wash the resin to remove contaminating proteins and thus reducing the complexity of the biological solution.
- the targeted protein or proteins may be eluted with specific buffers to dissociate the protein. After the proteins have been eluted, the proteins are digested e.g., with a specific protease to generate peptide masses, which can be analyzed by mass spectrometry techniques.
- Signature diagnostic peptide masses will provide the information as to whetier or not the targeted protein or proteins have been detected in the complex biological solution.
- the proteolytic step may not be necessary, if the targeted proteins can be detected directly by the mass spectrometer with sufficient accuracy to avoid confusion with other non-target proteins.
- Quantification of targeted proteins in one or more different samples containing protein mixtures can be determined using identical peptides based upon in silico proteolytic digests of targeted proteins, which have been modified as to change the mass.
- the amounts of a given targeted protein in each sample is determined by comparing the abundance of the modified peptides from any modified peptide originating from that protein.
- the method can be used to quantify amounts of known proteins in different samples. More specifically, the method can be applied to screen for and identify proteins, which exhibit differential expression in cells, tissue or biological fluids. It is thus possible to determine the absolute amounts of specific proteins in a complex mixture.
- a known amount of internal standard at least one for each specific protein in the mixture to be quantified is added to the sample to be analy ⁇ ed.
- the internal standard is identical to the peptide from which it originated except that it is modified to distinguish it from the signature peptide mass to be quantified.
- the internal standard can be provided in the sample to be analyzed in other ways. For example, a specific protein or set of proteins can be monitored by multiple internal peptides to detect and quantify several targeted proteins simultaneously.
- Accurate quantification of the target protein is achieved through the use of synthetically modified peptides that have amino acid identity, or near identity, to signature diagnostic peptides and have been predetermined for molecular weight and mass.
- the typical quantification analysis is based on two or more signature diagnostic peptides that are measured to reduce statistical variation, provide internal checks for experimental errors, and provide for detection of post-translation modifications.
- the method of this invention can be used for qualitative and quantitative analysis of single or multiple targeted proteins in complex biological samples for a variety of applications that include agricultural, food monitoring, pharmaceutical, clinical, production monitoring, quality assurance and quality control, and the analysis of environmental samples.
- peptides and proteins generated from either "in-gel" proteolysis or from biological solutions may be concentrated, desalted, and detergents removed from peptide or protein samples by using a solid support.
- appropriate solid supports include Ci8 and C4 reversed-phase media, ZipTip (Millipore). Immobilization of peptides or proteins can be accomplished, for example, by passing peptides and proteins through the reversed-phase media the peptides and proteins will be adsorbed to the media. The solid support-bound peptides or proteins can be washed and then eluted, which improves overall detection by mass spectrometry.
- Preferred mass spectrometer formats for use in the invention are matrix assisted laser deso ⁇ tion ionization (MALDI) and electrospray ionization (ESI).
- MALDI matrix assisted laser deso ⁇ tion ionization
- ESI electrospray ionization
- the samples dissolved in water or in a volatile buffer, are injected either continuously or discontinuously into an atmospheric pressure ionization interface (API) and then mass analyzed by a quadrupole.
- API atmospheric pressure ionization interface
- the generation of multiple-charged ion peaks, which can be obtained using ESI mass spectrometry, can increase the accuracy of the mass determination. Even more detailed information on the specific structure can be obtained using an MS/MS quadrupole configuration.
- MS/MS quadrupole configuration For a more detailed discussion and comparison of various mass spectrometry technologies, see Siuzdak, Mass Spectrometry for Biotechnology, Academic Press (1995).
- mass analyzers can be used, e.g., magnetic sector/magnetic deflection instruments in single or triple quadrupole mode (MS/MS), Fourier transform and time-of-flight (TOF) configurations as is known in the art of mass spectrometry.
- MS/MS single or triple quadrupole mode
- TOF time-of-flight
- matrix/laser combinations can be used.
- Ion trap and reflectron configurations can also be employed.
- Mass spectrometers are typically calibrated using analytes of known mass. A mass spectrometer can then analyze an analyte of unknown mass with an associated mass accuracy and precision. However, the calibration, and associated mass accuracy and precision, for a given mass spectrometry system can be significantly improved if analytes of known mass (e.g., molecular weight) are contained within the sample containing the analyte(s) of unknown mass(es). The inclusion of these known mass analytes within the sample is referred to as use of internal calibrants. The preferred practice is to add known quantities of the calibrant. For MALDI-TOF MS, generally only two calibrant molecules are needed for complete calibration, although sometimes three or more calibrants are used. All of the embodiment of the invention described herein can be performed with the use of internal calibrants to provide improved mass accuracy.
- analytes of known mass e.g., molecular weight
- the method described in this invention has many advantages. It can be readily modified for automated detection and quantification of target proteins.
- Another embodiment is a kit for the detection of a specific target protein in specific sample types, which provides the user with reagents that have been customized for a particular target protein.
- the kit contains extraction buffer(s), enrichment resin(s), protease(s), synthetic diagnostic peptide(s) and internal standard peptide(s), and precise instructions on their use.
- the methodology of the present invention is useful in the areas of agriculture.
- GMO-free genetically modified organisms, which may be detected and quantified by the disclosed processes include: glyphosate tolerant (e.g. corn, beet, rapeseed, soybean, cotton), phosphinothricin tolerant (e.g. rapeseed, beet, corn, soybean, rice), bromoxynil tolerant (e.g.
- lepidopteran resistant e.g. corn, tomato, cotton
- Colorado potato beetle resistant e.g. potato
- PLRV resistant e.g. potato
- PVY resistant e.g. potato
- male sterile e.g. corn
- corn root worm resistant e.g. corn
- CPB resistant e.g. potato
- modified oil profit e.g. rapeseed, soybean
- European core borer resistant e.g. corn
- sulfonylurea tolerant e.g. cotton
- potato beetle resistant e.g. potato
- viruses e.g. African cassava mosaic virus, alfalfa mosaic virus, apple chlorotic leaf spot virus, apple mosaic virus, banana bunchy top virus, banana streak virus, barley stripe mosaic virus, barley yellow dwarf virus, cauliflower mosaic virus, cucumber mosaic virus, maize streak virus, papaya mosaic virus, potato virus Y, soybean mosaic virus, tobacco mosaic virus, wheat streak mosaic virus
- viroids e.g. chrysanthemum stunt viroid, potato spindle tuber viroid
- fungi e.g. phytophthora, verticillium dahliae
- bacteria e.g. clavibacter michiganensis subs.
- Another application of this method is in the manufacturing process.
- a number of manufacturing processes for fermentation processes, food manufacturing, chemical manufacturing, and drugs rely on the detection and quantification of protein markers.
- the method of the present invention can be used. It can also be used for quality control in monitoring protein levels in laboratory tests.
- Example 1 Predicted proteolytic cleaveage of 5-enolpyruvylshikimate-3-phosphate synthase present in genetically modified plants.
- EPSPS 5-enolpyruvylshikimate-3-phosphate synthase
- the deduced amino acid sequence of EPSPS was subjected to theoretical or in silico protease digestion using 5 distinct proteases. Three of the proteases cleave at basic amino acid sites (trypsin, Arg-C, Lys-C) and the two other proteases at acidic sites (Asp-N and Glu-C). Arg-C and Lys-C cleave at the carboxy- terminus of arginine and lysine residues, respectively.
- Trypsin cleaves at two amino acid sites, lysine and argmine residues. Asp-N cleaves at amino-terminus of aspartic residues while Glu-C cleaves at the carboxy-terminus of glutamic residues.
- the peptides cleaved by the five proteases are listed from the amino- terminus to the carboxy-terminus.
- the preferred peptides masses range from 900 to 2500 daltons in molecular size.
- trypsin cleavage two sites
- a second protease may be used to increase the number of preferred peptide molecular sizes.
- the additional number of peptides generated by two-site cleavage provided an increased and better distribution of peptides throughout the entire protein.
- Example 2. Enrichment of 5-enolpyruvylshikimate-3-phosphate synthase EPSPS from soybean seeds
- Enrichment of 5-enol ⁇ yruvylshikimate-3-phosphate synthase from transgenic soybean seeds The initial step for the detection and quantitation of a GM protein in plants is to obtain a protease digest profile of peptides for the protein of interest.
- the protein may be available in large amounts from a recombinant source such as bacteria or insect (baculovirus expressed) cells.
- transgenic plants expressing sufficient levels of the protein may provide the material required for peptide profiling.
- EPSPS the latter source was used as the source for peptide profiling.
- the plant material was subjected to a series of enrichment protocols for the identification of EPSPS and was preliminarily identified when comparing colloidal stained 2- D gel patterns of proteins isolated from non-transformed and transgenic soybean seeds expressing EPSPS.
- Proteins (420 ⁇ g) were solubilized for isoelectric focusing (IEF) analysis in rehydration sample buffer consisting of 5 M urea, 2 M thiourea, 2% (w/v) CHAPS, 2% (w/v) SB 3-10, 40 mM Tris, 2 mM tributyl phosphine (added to rehydration solution just before use), and 0.2% Bio-Lyte 3/10. Protein/rehydration solution was rehydrated into 11 cm IPG ReadyStrip pH 3-10 under passive conditions: 0 volts, 20 °C, 16 hrs.
- IPF isoelectric focusing
- IPG ReadyStrips Bio-Rad
- gels were equilibrated for 20 minutes in a buffer containing 20% glycerol, 0.375 M Tris, 6 M urea, 2% SDS, and 5 M tributyl phosphine.
- IPG ReadyStrips were placed on top of a CriterionTM precast 1 mm 4-20% gradient Tris-HCl-SDS gel (Bio-Rad) and 0.5% warm Agarose containing 0.01% bromophenol blued was added to the remaining well.
- Electrophoresis was carried out on a Criterion mini electrophoresis cell (Bio-RAD) at room temperature.
- the electrophoresis running buffer was prepared from a 10X Tris-glycine-SDS solution (Bio-RAD).
- the current was ramped up to 5 mA for 30 minutes followed by 10 mA for 2-3 hrs. Typical run times were between 4-5 hrs.
- gels were stained in a buffer consisting of 17% ammonium sulfate, 30% methanol, 3% phosphoric acid, and 0.1% coomassie brilliant blue G250, for at least 12 hrs. Gels were rinsed with water and stored in 2% acetic acid until further processing.
- Colloidal Coomassie-stained gel images were captured using an EPSON 1200 photo imager. Digital filtering algorithms were used to remove non-uniform background without removing critical image data. Internal standards 2-D gel standards were used initially to precisely determine the molecular weight and isoelectric point of targeted proteins of interest. 5-enolpyruvylshikimate-3-phosphate synthase preliminary identification by 2-D gel differential display.
- Fig. 1 shows a typical protein pattern by transgenic soybean seeds expressing EPSPS. Approximately 50 proteins were resolved per gel in this specific quadrant. Most of the proteins observed were always present in different pools of 10 seeds analyzed.
- Fig. 2 illustrates a 2-D gel display of EPSPS expressed transgenic soybean seed proteins.
- EPSPS is the only protein which was differentially present in the transgenic material, but not in the non-transformed soybean seed differential display. The remaining proteins were present in both 2-D gels.
- the one protein having a molecular weight of approximately 48 kDa and a pi of 5.2 is unique to the transgenic soybean seed sample (labeled in Fig. 2).
- the protein labeled EP-1 was reproducibly detected in all samples analyzed which had been previously identified as being transgenic for EPSPS.
- Table 1 identifies proteins, designated either as FLB-1 through FLB-7 or EP-1, by their approximate molecular weight and isoelectric point. Both the molecular weight and isoelectric point values listed in Table 1 are approximate and accurate to within 3,000 Daltons for molecular weight and to within 0.2 pi units for isoelectric point.
- Proteins FLB-1 through FLB-7 were reproducibly detected in all soybean seed lines and pools of seeds tested, these proteins had a distinct pattern and were further characterized to rapidly monitor the presence or absence of EP-1 relative to both the molecular weight and isoelectric point. EP-1 was detected only in those lines or pools of seeds, which were identified as having the EPSPS gene.
- Example 3 Identification of diagnostic marker peptides for 5-enol-pyruvylshikimate-3- phosphate synthase and beta-conglycin in soybean seeds Identification of EP-1 and FLB-1 to FLB-7 diagnostic protein markers.
- the eight protein spots detectable on a 2-D gel corresponding to EP-1 and FLB-1 through FLB-7 were excised, proteolytically cleaved, analyzed and identified as described below.
- Peptides were eluted with 50% acetonitrile and 0.5% trifluoroacetic acid. All peptide samples were concentrated, desalted, and detergents removed by using either C4 or Cl8 reversed-phase ZipTipTM pipette tips as described by the manufacturer (Millipore).
- the resulting tryptic peptides were analyzed directly by mass spectrometry. All mass spectrometry experiments were carried out on a PerSeptive Biosystems (Framingham, MA) Voyager DE-STR equipped with a N2 laser (337 nm, 3-nsec pulse width, 20-Hz repetition rate). The mass spectra were acquired in the reflection mode with delayed extraction. Internal mass calibration was performed with low-mass peptide standards, and mass- measurement accuracy was typically +0.1 Da. All peptide samples were diluted in -cyano- 4-hydroxycinnamic acid, which had been prepared by dissolving 10 mg in 1 mL of aqueous 50%) acetonitrile containing 0.1% trifluoroacetic acid.
- the measured tryptic peptide masses were used as inputs to search the NCBInr5.13.99 database. All searches were carried out using the Protein Prospector software developed at UCSF. No restrictions were placed on the species of origin of the protein. The allowed protein molecular mass range was 1,000 to 150,000 Da. Isoelectric points were allowed to range from 3.0 to 10.0, and oxidation of Met was included as a side reaction. Up to one missed tryptic cleavage was considered, and a mass accuracy of +0.5 Da was used for all tryptic-mass searches. The number of tryptic peptides required for identification varied as a function of the quality of the MALDI mass spectra.
- EP-1 (MW 48 kDa, pi 5.2) was isolated from three 2-D gels of transgenic soybean seeds encoding the EPSPS gene, digested with trypsin, and the peptides were extracted. The resulting peptide mixture was analyzed directly by MALDI-MS. Correlation of the determined masses with the EPSPS sequence is shown in Table 2. Eight diagnostic tryptic peptide masses were identified, which covers 30.4% of the EPSPS sequence (Figs. 3A and 3B). Table 2. Peptide masses obtained by MALDI-MS of the 48 kDa, pi 5.2 EP-1 protein spot digested with trypsin.
- underlining reflects sequences confirmed by MALDI-PSD.
- Sequence tags were obtained from EP-1 to definitively identify the protein by mass spectrometry.
- Post source decay (PSD) fragment ion spectra were acquired for two peptides (1358.9 and 1646.8 m/z) after isolation of the appropriate precursor ion by using timed ion selection.
- Fragment ions were refocused onto the final detector by stepping the voltage applied to the reflector in the following ratios: 1.0, 0.913, 0.842, 0.756, 0.605, 0.412, 0.274, 0.198, and 0.121 (fragment segments). The individual segments were stitched together by using software provided by PerSeptive Biosystems.
- Peptide mass finge ⁇ rints were generated for seven distinct proteins, which were used as reference markers to identify the presence or absence of EP-1 (Table 3). The tryptic map of each protein spot contained approximately 25 resolved peaks. Mass analysis was performed on each peptide mass finge ⁇ rint to identify each protein. Searching the NCBR database identified two of the seven proteins. FLB-1 with an apparent molecular weight of 52 kDa suggests identification of the protein by 16 matches of 22 tryptic peptide masses (Table 4). These matches suggest the identification of a soybean beta-conglycinin, alpha chain precursor.
- a peptide mass finge ⁇ rint for FLB-4 obtained 16 of 24 tryptic peptide matches to a protein known as soybean beta-conglycinin, beta chain precursor (Table 5, NCBInr5.13.99 database). This suggests that both the alpha and beta chain precursor proteins have been identified for soybean beta-conglycinin.
- the above peptide mass finge ⁇ rints may be used to identify each protem marker, which when resolved on a 2-D gel illustrates a unique protein pattern.
- the protein pattern may be used to detect the presence or absence of EPSPS (EP-1), according to the methods described within the invention.
- EP-1 EPSPS
- nucleic acid sequences which encode the fragments described above, as well as nucleic acid sequences complementary thereto.
- skilled artisan using conventional recombinant DNA methodologies for example, by screening a cDNA library with such a nucleic acid sequence, would be able to isolate full length nucleic acid sequences encoding marker proteins.
- Example 4 Identification of 5-enolpyruvylshikimate-3 -phosphate synthase in transgenic soybean leaves Isolation of 5-enolpyruvylshikimate-3-phosphate synthase from transgenic soybean leaves.
- the homogenate was transferred to a 1.5 mL microfuge tube, sonicated for 5 min., and transferred to ice for 10 min. This procedure was repeated twice. Insolubb cellular debris was removed by centrifuging the homogenate for 10 min. at 14,000 g. The supernatant was transferred to a clean 1.5 mL microfuge tube.
- the Bio-Rad Protem Assay kit using a bovine gamma globulin standard was used to determine the protein concentration of the supernatant. The resulting soluble proteins were subjected to high-resolution SDS-PAGE analysis.
- Gel electrophoresis was performed according to standard procedures. CriterionTM precast 1 mm thick4-20% gradient Tris-HCl gels (Bio-RAD, Hercules, CA) were used throughout, although gels with other acrylamide concentrations, thicknesses and numbers of wells can be used, depending on the desired molecular mass range, and sample volumes. Electrophoresis was carried out on a Criterion mini electrophoresis cell (Bio-RAD) at room temperature. The electrophoresis running buffer was prepared from a 10X Tris-glycine-SDS solution (Bio- RAD).
- the soluble proteins were denatured in a Laemmli Sample Buffer (Bio-Rad) by boiling for 2 min.
- the protein/sample buffer solutions were vortexed and centrifuged prior to loading onto the gel. Electrophoresis was carried out at an initial current of 35 mA using a EC 105 power supply and was terminated when the dye front reached the bottom of the gel. Typical run times were 1.5 h.
- Molecular weight standards consisted of myosin (M.sub.r 205,000), ⁇ -galactosidase (M.sub.r 120,000), bovine serum albumin (M.sub.r 84,000), ovalbumin (M.sub.r 52,200), carbonic anhydrase (M.sub.r 36,300), soybean trypsin inhibitor (M.sub.r 30,200), lysozyme (M.sub.r 21,900), and aprotinin (M.sub.r 7,400)(Bio-Rad).
- EPSPS 5-enolpyruvylshikimate-3-phosphate synthase
- EPleaf-1 (MW 48 kDa) was isolated from 2-3 lanes on a SDS-PAGE gel of transgenic soybean seeds encoding the EPSPS gene, digested with trypsin, and the peptides were extracted. The resulting peptide mixture was analyzed directly by MALDI-MS. Correlation of the determined masses with the EPSPS sequence is shown in Table 6. Sixteen diagnostic tryptic peptide masses were identified, which covers 53% of the EPSPS sequence. Table 6. Peptide masses obtained by MALDI-MS of the 48 kDa EPleaf-1 protein band digested with trypsin.
- underlining reflects sequences confirmed by MALDI-PSD.
- Sequence tags were obtained from EPleaf-1 to definitively identify the protein by mass spectrometry.
- Post source decay (PSD) fragment ion spectra were acquired for five peptides (832.3, 1358.9, 1646.8, 1993.7, and 2182.6 m/z) after isolation of the appropriate precursor ion by using timed ion selection. Fragment ions were refocused as described herein. The individual segments were stitched together by using software provided by PerSeptive Biosystems. The MALDI-PSD analysis verified the amino acid sequence for each of the f ⁇ ve-peptide masses.
- Example 5 Detection and quantification of 5-enolpyruvylshikimate-3 -phosphate synthase in soybean tissue
- EPSPS isolation from leaf and seed were done as previously described herein, except the extraction buffer consisted of 100 mM Tris HC1, pH 7.8, 5 M magnesium chloride, 100 mM sodium borate, and 0.2% sodium ascorbate.
- the slurry was transferred to a 2 mL Kontes glass issue grinder for further homogemzation.
- the homogenate was transferred to a 1.5 mL microfuge tube, sonicated for 5 min., and chilled on ice for 10 minutes. This procedure was repeated twice.
- Insoluble cellular debris was removed by centrifuging the homogenate for 10 min. at 14,000 g. The supernatant was decanted into a clean 1.5 mL microfuge tube.
- the Bio-Rad Protein Assay kit using a bovine gamma globulin standard was used to determine the protein concentration of the supernatant.
- the resulting soluble proteins were loaded onto 200 ⁇ L of equilibrated Q-Sepharose resin in a 1.5 mL microfuge tube and gently inverted several times for 10 minutes.
- Q- Sepharose resin and protein complexes were centrifuged at 3,000 g for 10 seconds. Unbound soluble proteins were removed by washing with 3 volumes of buffer. In 100 mM increments, starting with 100 mM NaCl to 1,000 mM NaCl the resins were washed with each salt concentration to fractionate proteins. Each fraction was collected and analyzed by SDS- PAGE, followed by excising, proteolytic cleaving, and analyzing by MALDI-TOF MS. Peptide mass finge ⁇ rints were used to verify the presence or absence of EPSPS in the various tissues. EPSPS eluted from fractions washed with 300-400 mM NaCl.
- MALDI-TOF MS it is possible to use MALDI-TOF MS to analyze any compound in a sample after the analytes of interest have been extracted from a sample matrix.
- Key issues include the selection of matrixes, preparation of matrix and sample, signa o-noise ratio, spot-to-spot reproducibility, and response factors.
- spot-to-spot variation an internal standard is a requirement for quantification of analytes using MALDI-TOF MS.
- two EPSPS tryptic peptides were selected for internal standards. Several criteria were used to select the two peptides. First, flie two peptides needed to be located near the C-terminal and N-Terminal of EPSPS, this would allow for the monitoring of protein processing.
- the second requirement is that both peptides need to be detected under lower laser strength with good spot-to-spot reproducibility and high sensitivity.
- each peptide needed to be modified such that the peptide mass was not overlapping the native peptide mass (precursor peptide mass) and/or other signature or non-signature diagnostic peptides.
- the fourth requirement was to have peptides, which could easily be synthesized. Two peptides were selected from the peptide mass finge ⁇ rints from EPSPS isolated from seed and leaf as described herein, which met the above criteria (Table 7). Table 7. Selected peptides for monitoring and quantifying EPSPS.
- the techniques of the present invention were used to monitor for the expression of EPSPS in soybean leaf tissue.
- Ten different soybean plants were grown; one plant that did not express EPSPS was used as a control.
- Plant tissue was homogenized as described herein and 50 ⁇ g of total protein were loaded onto SDS-PAGE. A corresponding protein at a molecular weight of 48 kDa was excised, proteolytically cleaved with trypsin, and analyzed by MALDI-TOF MS.
- diagnostic peptide masses were identified in soybean leaf tissue from nine distinct samples. In the control soybean leaf material no peptides corresponding to EPSPS were identified. In each of the transformed lines with EPSPS signature diagnostic peptide masses were detected. It should be noted that this example provided the ability to detect signature diagnostic peptide masses as a means to monitor for EPSPS.
- EPSPS can be quantified in different dicot tissues such as seed and leaves.
- samples of leaf samples from maize were analyzed using the resin-developed method developed for soybean leaves.
- MP-1 was used as an internal calibrant and added to the enriched EPSPS tryptic digest.
- Table 14 These data indicate that MALDI-TOF MS coupled with a resin-based method can accurately determine EPSPS levels in maize leaves.
- the low limit of detection demonstrates the high sensitivity of MALDI-TOF MS for identification of EPSPS.
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WO2002084250A2 (en) | 2002-10-24 |
WO2002084250A3 (en) | 2003-04-10 |
CA2444524A1 (en) | 2002-10-24 |
EP1415137A4 (en) | 2007-04-25 |
AU2002338614A1 (en) | 2002-10-28 |
AR035860A1 (en) | 2004-07-21 |
US7445907B2 (en) | 2008-11-04 |
US20050153380A1 (en) | 2005-07-14 |
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